Astronomy and Big Data A Data Clustering Approach to Identifying Uncertain Galaxy Morphology /

With the onset of massive cosmological data collection through media such as the Sloan Digital Sky Survey (SDSS), galaxy classification has been accomplished for the most part with the help of citizen science communities like Galaxy Zoo. Seeking the wisdom of the crowd for such Big Data processing h...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Edwards, Kieran Jay (Author), Gaber, Mohamed Medhat (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Studies in Big Data, 6
Subjects:
Computational intelligence.
Artificial intelligence.
Astronomy-Observations.
Data mining.
Computational Intelligence.
Artificial Intelligence.
Astronomy, Observations and Techniques.
Data Mining and Knowledge Discovery.
Online Access:Texto Completo
Table of Contents:
  • Introduction
  • Astronomy, Galaxies and Stars: An Overview
  • Astronomical Data Mining
  • Adopted Data Mining Methods
  • Research Methodology
  • Development of Data Mining Models
  • Experimentation Results
  • Conclusion and Future Work.

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